The letter arrived in the mail, formal and impersonal. The Thompsons requesting a meeting, "regarding the boundary line tree." He threw the envelope across the room. He knew the subject. The old oak, the one that filtered the harsh afternoon sun, the one he loved.

He felt a sudden, inexplicable anger. The Thompsons, with their shiny new house and their perfectly manicured lawn, the kind of neighbors who always needed something. He paced the room, running a hand through his hair. He remembered their constant renovations, their relentless pursuit of perfection.

He picked up the phone, and with a voice filled with an unfamiliar anger, he dialed their number. He would see to it that they understood what a hassle this would be for them.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210